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Description
The goal is to have functions which download and read all common polysomnography datasets. Each record will be stored in a dataclass containing heartbeat times and annotated sleep stages.
Each reader should be added via a separate PR, this issue gives an overview of the progress.
Datasets:
- MESA (Multi-Ethnic Study of Atherosclerosis) Add
io.read_mesa#28 - SHHS (Sleep Heart Health Study) Add reader for SHHS #48
- SLPDB (MIT-BIH Polysomnographic Database) Add reader for SLPDB #47
- MASS (requires registration including project description and ethics approval, so this is not really open)
- CAPSLPDB (CAP Sleep Database)
- CinC 2018 (You Snooze You Win - The PhysioNet Computing in Cardiology Challenge 2018)
- sleep-accel (Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography)
- DREAMS
- ISRUC-SLEEP Dataset
Planned future extensions:
- metadata
- actigraphy data
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